Triple
T5124105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomsbury Publishing |
E115541
|
entity |
| Predicate | hasImprint |
P2763
|
FINISHED |
| Object |
Hart Publishing
Hart Publishing is a specialist legal publisher known for producing scholarly and professional law books and journals, now operating as an imprint within Bloomsbury Publishing.
|
E495441
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hart Publishing | Statement: [Bloomsbury Publishing, hasImprint, Hart Publishing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hart Publishing Context triple: [Bloomsbury Publishing, hasImprint, Hart Publishing]
-
A.
West Publishing Company
West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
-
B.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
C.
Methuen Publishing
Methuen Publishing is a long-established British publishing house known for producing a wide range of fiction, non-fiction, and children’s literature.
-
D.
World Publishing Company
World Publishing Company was a prominent American book publisher known for producing a wide range of trade and literary titles in the mid-20th century.
-
E.
M. E. Sharpe
M. E. Sharpe is an academic publishing company known for its scholarly books and journals in the social sciences and humanities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hart Publishing Triple: [Bloomsbury Publishing, hasImprint, Hart Publishing]
Generated description
Hart Publishing is a specialist legal publisher known for producing scholarly and professional law books and journals, now operating as an imprint within Bloomsbury Publishing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hart Publishing Target entity description: Hart Publishing is a specialist legal publisher known for producing scholarly and professional law books and journals, now operating as an imprint within Bloomsbury Publishing.
-
A.
West Publishing Company
West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
-
B.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
C.
Methuen Publishing
Methuen Publishing is a long-established British publishing house known for producing a wide range of fiction, non-fiction, and children’s literature.
-
D.
World Publishing Company
World Publishing Company was a prominent American book publisher known for producing a wide range of trade and literary titles in the mid-20th century.
-
E.
M. E. Sharpe
M. E. Sharpe is an academic publishing company known for its scholarly books and journals in the social sciences and humanities.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd4442ade0819087b9461f892b206b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7805c55c8190bc0540d755dc6242 |
completed | March 20, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4b7c628819097fb933be59ecefe |
completed | March 21, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69bec57c071c8190b16dba98809654e1 |
completed | March 21, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5eb535c819097deeb331f9f0f4d |
completed | March 21, 2026, 4:23 p.m. |
Created at: March 20, 2026, 1:42 p.m.